{"id":1104,"date":"2026-10-15T23:59:03","date_gmt":"2026-10-15T21:59:03","guid":{"rendered":"https:\/\/aeloapp.io\/?p=1104"},"modified":"2026-10-26T15:06:32","modified_gmt":"2026-10-26T14:06:32","slug":"what-ai-says-about-the-brands-shortcomings","status":"publish","type":"post","link":"https:\/\/aeloapp.io\/en\/blog\/co-ai-mowi-o-wadach-marki\/","title":{"rendered":"What AI says about your brand\u2019s weaknesses and how to check this"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/aeloapp.io\/wp-content\/uploads\/2026\/10\/aelo-hero-co-ai-mowi-o-wadach-marki-1024x576.png\" alt=\"Co AI m\u00f3wi o wadach marki: w\u0119ze\u0142 marki, do kt\u00f3rego sp\u0142ywaj\u0105 opinie z wielu \u017ar\u00f3de\u0142, cz\u0119\u015b\u0107 z nich krytyczna, zaznaczona przerywan\u0105 lini\u0105\" class=\"wp-image-1117\" srcset=\"https:\/\/aeloapp.io\/wp-content\/uploads\/2026\/10\/aelo-hero-co-ai-mowi-o-wadach-marki-1024x576.png 1024w, https:\/\/aeloapp.io\/wp-content\/uploads\/2026\/10\/aelo-hero-co-ai-mowi-o-wadach-marki-300x169.png 300w, https:\/\/aeloapp.io\/wp-content\/uploads\/2026\/10\/aelo-hero-co-ai-mowi-o-wadach-marki-768x432.png 768w, https:\/\/aeloapp.io\/wp-content\/uploads\/2026\/10\/aelo-hero-co-ai-mowi-o-wadach-marki-18x10.png 18w, https:\/\/aeloapp.io\/wp-content\/uploads\/2026\/10\/aelo-hero-co-ai-mowi-o-wadach-marki.png 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-yoast-seo-table-of-contents yoast-table-of-contents\"><ul><li><a href=\"#h-skad-czaty-ai-biora-zarzuty-wobec-marek\" data-level=\"2\">Sk\u0105d czaty AI bior\u0105 zarzuty wobec marek?<\/a><\/li><li><a href=\"#h-jak-sprawdzic-co-ai-mowi-o-wadach-twojej-marki\" data-level=\"2\">Jak sprawdzi\u0107, co AI m\u00f3wi o wadach Twojej marki?<\/a><\/li><li><a href=\"#h-zarzut-nieaktualna-informacja-czy-blad-jak-je-odroznic\" data-level=\"2\">Zarzut, nieaktualna informacja czy b\u0142\u0105d: jak je odr\u00f3\u017cni\u0107?<\/a><\/li><li><a href=\"#h-co-zrobic-z-zarzutem-ktory-jest-prawdziwy\" data-level=\"2\">Co zrobi\u0107 z zarzutem, kt\u00f3ry jest prawdziwy?<\/a><\/li><li><a href=\"#h-co-zrobic-z-zarzutem-ktory-jest-nieaktualny\" data-level=\"2\">Co zrobi\u0107 z zarzutem, kt\u00f3ry jest nieaktualny?<\/a><\/li><li><a href=\"#h-jak-mierzyc-co-ai-mowi-o-twojej-marce-w-czasie\" data-level=\"2\">Jak mierzy\u0107, co AI m\u00f3wi o Twojej marce w czasie?<\/a><\/li><li><a href=\"#h-jak-aelo-pomaga-sprawdzic-co-ai-mowi-o-marce\" data-level=\"2\">Jak Aelo pomaga sprawdzi\u0107, co AI m\u00f3wi o marce?<\/a><\/li><\/ul><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Poni\u017cej opisujemy, jak sprawdzi\u0107, co AI m\u00f3wi o mojej marce, jak odr\u00f3\u017cni\u0107 zarzut od b\u0142\u0119du i co zrobi\u0107 z ka\u017cdym z nich.<\/p>\n\n\n\n<h2 id=\"h-skad-czaty-ai-biora-zarzuty-wobec-marek\" class=\"wp-block-heading\">Sk\u0105d czaty AI bior\u0105 zarzuty wobec marek?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Z tych samych miejsc, z kt\u00f3rych bior\u0105 reszt\u0119 odpowiedzi: z wiedzy z treningu i ze stron pobranych w chwili odpowiedzi. Kiedy model korzysta z wyszukiwania, rozbija pytanie na kilka zapyta\u0144 pomocniczych, m.in. o cen\u0119, parametry, opinie i dost\u0119pno\u015b\u0107. Zapytanie o opinie prowadzi go do recenzji, for\u00f3w i por\u00f3wna\u0144, a stamt\u0105d do zarzut\u00f3w. Jak model sk\u0142ada odpowied\u017a, opisuje tekst <a href=\"https:\/\/aeloapp.io\/blog\/jak-czaty-ai-wybieraja-marki-do-odpowiedzi\/\">Jak czaty AI wybieraj\u0105 marki, kt\u00f3re polecaj\u0105<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Wida\u0107 to tak\u017ce w danych wyszukiwarki. W Google Search Console strony Aelo od lipca do pa\u017adziernika 2026 roku pojawia\u0142y si\u0119 zapytania zbudowane wed\u0142ug jednego szablonu: marka X jest krytykowana za Y, co zniech\u0119ca cz\u0119\u015b\u0107 klient\u00f3w, z jakich powod\u00f3w? W miejscu Y wyst\u0119powa\u0142y m.in. rzadkie aktualizacje, sztywny proces, niejasny zakres us\u0142ug, ograniczenia geograficzne, trudny start i nieprzejrzyste ceny. Takich zapyta\u0144 cz\u0142owiek zwykle nie wpisuje. Wygl\u0105daj\u0105 na zapytania narz\u0119dzi AI, kt\u00f3re sprawdzaj\u0105 zarzuty wobec marek, zanim o nich napisz\u0105.<\/p>\n\n\n\n<h2 id=\"h-jak-sprawdzic-co-ai-mowi-o-wadach-twojej-marki\" class=\"wp-block-heading\">Jak sprawdzi\u0107, co AI m\u00f3wi o wadach Twojej marki?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Zadaj\u0105c czatom AI pytania, kt\u00f3re zadaje klient por\u00f3wnuj\u0105cy oferty, i zapisuj\u0105c ka\u017cdy zarzut ze \u017ar\u00f3d\u0142em, je\u015bli model je podaje. Pytaj w kilku czatach, ka\u017cde pytanie w nowej rozmowie i bez sugerowania odpowiedzi. Og\u00f3ln\u0105 metod\u0119 testu opisuje strona <a href=\"https:\/\/aeloapp.io\/wiedza\/jak-sprawdzic-czy-ai-wymienia-marke\/\">Jak sprawdzi\u0107, co AI m\u00f3wi o Twojej firmie<\/a>. Je\u015bli czat w og\u00f3le nie rozpoznaje marki, pytania o wady nic nie dadz\u0105: zacznij od strony <a href=\"https:\/\/aeloapp.io\/wiedza\/chatgpt-nie-zna-mojej-firmy\/\">ChatGPT nie zna mojej firmy<\/a>.<\/p>\n\n\n\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Playfair+Display:wght@400&amp;family=Nunito+Sans:wght@400;600;700&amp;display=swap\" rel=\"stylesheet\"><style>.aelo-wz{container-type:inline-size;margin:32px 0;font-family:'Nunito Sans',system-ui,sans-serif;line-height:normal}.aelo-wz *{box-sizing:border-box}.aelo-wz div,.aelo-wz span{margin:0;padding:0;text-transform:none}.aelo-wz br,.aelo-wz p:empty{display:none!important}.aelo-wz .aelo-wz-card{background:radial-gradient(circle at 0% 0%,#262A31 0%,#101216 75%);border-radius:16px;padding:clamp(12px,2.4cqi,28px)}.aelo-wz .aelo-wz-in{border:1px solid #2E323A;border-radius:clamp(14px,2cqi,24px);padding:clamp(24px,4.4cqi,52px) clamp(18px,4.7cqi,56px) clamp(20px,3.5cqi,42px);display:flex;flex-direction:column}.aelo-wz .aelo-wz-k{font-family:'Nunito Sans',system-ui,sans-serif!important;font-size:clamp(11px,1.2cqi,14px)!important;font-weight:700!important;letter-spacing:.14em!important;line-height:1.4!important;color:#3BBFA0!important}.aelo-wz .aelo-wz-h{margin-top:clamp(12px,1.6cqi,20px)!important;font-family:'Playfair Display',Georgia,serif!important;font-weight:400!important;font-size:clamp(28px,4.4cqi,54px)!important;line-height:1.12!important;letter-spacing:-.01em!important;color:#F5F6F8!important;text-wrap:balance}.aelo-wz .aelo-wz-s{margin-top:clamp(10px,1.6cqi,20px)!important;font-family:'Nunito Sans',system-ui,sans-serif!important;font-size:clamp(15px,1.6cqi,19px)!important;font-weight:400!important;letter-spacing:0!important;line-height:1.5!important;color:#F5F6F8!important}.aelo-wz .aelo-wz-t{margin-top:clamp(28px,4cqi,48px)!important;display:flex;flex-direction:column}.aelo-wz .aelo-wz-r{display:grid;grid-template-columns:44px minmax(0,.8fr) minmax(0,1.5fr);align-items:baseline;border-top:1px solid #2E323A}.aelo-wz .aelo-wz-r:first-child{border-top:0}.aelo-wz .aelo-wz-r.hi{border-top-color:rgba(59,191,160,.25);background:rgba(59,191,160,.07);border-left:1px solid #3BBFA0;border-radius:14px}.aelo-wz .aelo-wz-c{display:block;min-width:0;padding:clamp(14px,2cqi,18px) clamp(10px,1.8cqi,18px);overflow-wrap:break-word}.aelo-wz .aelo-wz-c.n{padding-left:0;padding-right:0;font-family:'Nunito Sans',system-ui,sans-serif!important;font-size:13px!important;font-weight:700!important;letter-spacing:.12em!important;line-height:1.4!important;color:#3BBFA0!important}.aelo-wz .aelo-wz-r.hi .aelo-wz-c.n{padding-left:14px}.aelo-wz .aelo-wz-c.a{padding-left:0;font-family:'Nunito Sans',system-ui,sans-serif!important;font-size:17px!important;font-weight:700!important;letter-spacing:0!important;line-height:1.4!important;color:#F5F6F8!important}.aelo-wz .aelo-wz-c.x{font-family:'Nunito Sans',system-ui,sans-serif!important;font-size:16px!important;font-weight:400!important;letter-spacing:0!important;line-height:1.5!important;color:#C6C8CF!important}.aelo-wz .aelo-wz-r.hi .aelo-wz-c.x{color:#F5F6F8!important}.aelo-wz .aelo-wz-foot{margin-top:clamp(24px,2.6cqi,32px)!important;display:flex;align-items:baseline;flex-wrap:wrap;gap:8px 24px}.aelo-wz .aelo-wz-fn{flex:1 1 260px;font-family:'Nunito Sans',system-ui,sans-serif!important;font-size:clamp(13px,1.25cqi,15px)!important;font-weight:400!important;letter-spacing:0!important;line-height:1.5!important;color:#C6C8CF!important}.aelo-wz .aelo-wz-url{margin-left:auto!important;font-family:'Nunito Sans',system-ui,sans-serif!important;font-size:clamp(13px,1.25cqi,15px)!important;font-weight:400!important;letter-spacing:0!important;color:#F5F6F8!important;white-space:nowrap}@container (max-width:1000px){.aelo-wz .aelo-wz-c.a,.aelo-wz .aelo-wz-c.x{font-size:15px!important}.aelo-wz .aelo-wz-c.n{font-size:12px!important}}@container (max-width:600px){.aelo-wz .aelo-wz-url{margin-left:0!important}.aelo-wz .aelo-wz-r{grid-template-columns:32px minmax(0,1fr);row-gap:6px;padding:14px 0}.aelo-wz .aelo-wz-r.hi{padding:14px 12px}.aelo-wz .aelo-wz-c,.aelo-wz .aelo-wz-c.n,.aelo-wz .aelo-wz-c.a,.aelo-wz .aelo-wz-r.hi .aelo-wz-c.n{padding:0}.aelo-wz .aelo-wz-c.x{grid-column:1\/-1}}<\/style><figure class=\"aelo-wz\" aria-label=\"Pi\u0119\u0107 pyta\u0144 testowych o wady marki w czatach AI: wady, opinie klient\u00f3w, por\u00f3wnanie z konkurentem, dla kogo marka si\u0119 nie nada, na co uwa\u017ca\u0107 przed zakupem\"><div class=\"aelo-wz-card\"><div class=\"aelo-wz-in\"><div class=\"aelo-wz-k\">TEST ZARZUT\u00d3W<\/div><div class=\"aelo-wz-h\">Pi\u0119\u0107 pyta\u0144 o&nbsp;wady marki<\/div><div class=\"aelo-wz-s\">Ka\u017cde pytanie zadaj w&nbsp;nowej rozmowie, w&nbsp;kilku czatach AI.<\/div><div class=\"aelo-wz-t\"><div class=\"aelo-wz-r\"><span class=\"aelo-wz-c n\">01<\/span><span class=\"aelo-wz-c a\">Wady<\/span><span class=\"aelo-wz-c x\">Jakie s\u0105 wady [marka]? Na co narzekaj\u0105 klienci?<\/span><\/div><div class=\"aelo-wz-r\"><span class=\"aelo-wz-c n\">02<\/span><span class=\"aelo-wz-c a\">Opinie<\/span><span class=\"aelo-wz-c x\">Jakie opinie ma [marka]? Gdzie klienci je publikuj\u0105?<\/span><\/div><div class=\"aelo-wz-r hi\"><span class=\"aelo-wz-c n\">03<\/span><span class=\"aelo-wz-c a\">Por\u00f3wnanie<\/span><span class=\"aelo-wz-c x\">[marka] czy [konkurent]: co wybra\u0107 i&nbsp;dlaczego?<\/span><\/div><div class=\"aelo-wz-r\"><span class=\"aelo-wz-c n\">04<\/span><span class=\"aelo-wz-c a\">Dla kogo nie<\/span><span class=\"aelo-wz-c x\">Dla kogo [marka] si\u0119 nie nada?<\/span><\/div><div class=\"aelo-wz-r\"><span class=\"aelo-wz-c n\">05<\/span><span class=\"aelo-wz-c a\">Przed zakupem<\/span><span class=\"aelo-wz-c x\">Na co uwa\u017ca\u0107, zanim kupi\u0119 u&nbsp;[marka]?<\/span><\/div><\/div><div class=\"aelo-wz-foot\"><div class=\"aelo-wz-fn\">Wyr\u00f3\u017cnione pytanie najcz\u0119\u015bciej ujawnia zarzuty, kt\u00f3re przes\u0105dzaj\u0105 o&nbsp;wyborze konkurencji.<\/div><span class=\"aelo-wz-url\">aeloapp.io<\/span><\/div><\/div><\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Zapisuj nie tylko sam zarzut, ale te\u017c to, czy model podaje \u017ar\u00f3d\u0142o i jak cz\u0119sto zarzut wraca. Jedna wzmianka w jednej odpowiedzi mo\u017ce by\u0107 przypadkiem, bo czaty odpowiadaj\u0105 za ka\u017cdym razem troch\u0119 inaczej. Zarzut, kt\u00f3ry wraca w wielu odpowiedziach i kilku modelach, opiera si\u0119 na trwa\u0142ym \u017ar\u00f3dle. Dlaczego pojedyncza odpowied\u017a niczego nie dowodzi, wyja\u015bnia tekst <a href=\"https:\/\/aeloapp.io\/blog\/dlaczego-ai-za-kazdym-razem-odpowiada-inaczej\/\">Dlaczego AI za ka\u017cdym razem odpowiada inaczej<\/a>.<\/p>\n\n\n\n<h2 id=\"h-zarzut-nieaktualna-informacja-czy-blad-jak-je-odroznic\" class=\"wp-block-heading\">Zarzut, nieaktualna informacja czy b\u0142\u0105d: jak je odr\u00f3\u017cni\u0107?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Po tym, czy zarzut jest prawdziwy dzi\u015b. Prawdziwy zarzut opisuje co\u015b, co klienci rzeczywi\u015bcie zg\u0142aszaj\u0105. Nieaktualny by\u0142 prawdziwy kiedy\u015b, ale firma ju\u017c to zmieni\u0142a. B\u0142\u0105d fakt\u00f3w to informacja, kt\u00f3ra nigdy nie by\u0142a prawdziwa, na przyk\u0142ad pomylona bran\u017ca albo cena konkurenta. B\u0142\u0119dami zajmuje si\u0119 osobny tekst: <a href=\"https:\/\/aeloapp.io\/blog\/ai-podaje-nieprawdziwe-informacje-o-firmie\/\">AI podaje nieprawdziwe informacje o firmie<\/a>. Tutaj skupiamy si\u0119 na opiniach i zarzutach.<\/p>\n\n\n\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Playfair+Display:wght@400&amp;family=Nunito+Sans:wght@400;600;700&amp;display=swap\" rel=\"stylesheet\"><style>.aelo-wt{container-type:inline-size;margin:32px 0;font-family:'Nunito Sans',system-ui,sans-serif;line-height:normal}.aelo-wt *{box-sizing:border-box}.aelo-wt div,.aelo-wt span{margin:0;padding:0;text-transform:none}.aelo-wt br,.aelo-wt p:empty{display:none!important}.aelo-wt .aelo-wt-card{background:radial-gradient(circle at 0% 0%,#262A31 0%,#101216 75%);border-radius:16px;padding:clamp(12px,2.4cqi,28px)}.aelo-wt .aelo-wt-in{border:1px solid #2E323A;border-radius:clamp(14px,2cqi,24px);padding:clamp(24px,4.4cqi,52px) clamp(18px,4.7cqi,56px) clamp(20px,3.5cqi,42px);display:flex;flex-direction:column}.aelo-wt .aelo-wt-k{font-family:'Nunito Sans',system-ui,sans-serif!important;font-size:clamp(11px,1.2cqi,14px)!important;font-weight:700!important;letter-spacing:.14em!important;line-height:1.4!important;color:#3BBFA0!important}.aelo-wt .aelo-wt-h{margin-top:clamp(12px,1.6cqi,20px)!important;font-family:'Playfair Display',Georgia,serif!important;font-weight:400!important;font-size:clamp(28px,4.4cqi,54px)!important;line-height:1.12!important;letter-spacing:-.01em!important;color:#F5F6F8!important;text-wrap:balance}.aelo-wt .aelo-wt-s{margin-top:clamp(10px,1.6cqi,20px)!important;font-family:'Nunito Sans',system-ui,sans-serif!important;font-size:clamp(15px,1.6cqi,19px)!important;font-weight:400!important;letter-spacing:0!important;line-height:1.5!important;color:#F5F6F8!important}.aelo-wt .aelo-wt-g{margin-top:clamp(28px,4cqi,48px)!important;display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:clamp(12px,2cqi,20px)}.aelo-wt .aelo-wt-c{min-width:0;border:1px solid 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Sans',system-ui,sans-serif!important;font-size:12px!important;font-weight:700!important;letter-spacing:.12em!important;line-height:1.4!important;color:#C6C8CF!important}.aelo-wt .aelo-wt-dx{display:block;font-family:'Nunito Sans',system-ui,sans-serif!important;font-size:16px!important;font-weight:600!important;letter-spacing:0!important;line-height:1.45!important;color:#F5F6F8!important}.aelo-wt .aelo-wt-foot{margin-top:clamp(24px,2.6cqi,32px)!important;display:flex;align-items:baseline;flex-wrap:wrap;gap:8px 24px}.aelo-wt .aelo-wt-fn{flex:1 1 260px;font-family:'Nunito Sans',system-ui,sans-serif!important;font-size:clamp(13px,1.25cqi,15px)!important;font-weight:400!important;letter-spacing:0!important;line-height:1.5!important;color:#C6C8CF!important}.aelo-wt .aelo-wt-url{margin-left:auto!important;font-family:'Nunito Sans',system-ui,sans-serif!important;font-size:clamp(13px,1.25cqi,15px)!important;font-weight:400!important;letter-spacing:0!important;color:#F5F6F8!important;white-space:nowrap}@container (max-width:1000px){.aelo-wt .aelo-wt-n{font-size:15px!important}.aelo-wt .aelo-wt-dx{font-size:15px!important}}@container (max-width:800px){.aelo-wt .aelo-wt-g{grid-template-columns:minmax(0,1fr);gap:10px}.aelo-wt .aelo-wt-c{padding:16px}}@container (max-width:600px){.aelo-wt .aelo-wt-url{margin-left:0!important}}<\/style><figure class=\"aelo-wt\" aria-label=\"Trzy rodzaje zarzut\u00f3w w odpowiedziach czat\u00f3w AI: prawdziwy zarzut, nieaktualny zarzut i b\u0142\u0105d fakt\u00f3w, z przyk\u0142adem i dzia\u0142aniem dla ka\u017cdego\"><div class=\"aelo-wt-card\"><div class=\"aelo-wt-in\"><div class=\"aelo-wt-k\">CO AI M\u00d3WI O WADACH<\/div><div class=\"aelo-wt-h\">Trzy rodzaje zarzut\u00f3w<\/div><div class=\"aelo-wt-s\">Ka\u017cdy wymaga innego dzia\u0142ania.<\/div><div class=\"aelo-wt-g\"><div class=\"aelo-wt-c\"><div class=\"aelo-wt-m\" aria-hidden=\"true\"><span class=\"on\"><\/span><span><\/span><span><\/span><\/div><div class=\"aelo-wt-top\"><span class=\"aelo-wt-t\">RODZAJ 1<\/span><\/div><span class=\"aelo-wt-n\">Prawdziwy zarzut<\/span><span class=\"aelo-wt-x\">Klienci rzeczywi\u015bcie to zg\u0142aszaj\u0105, np. d\u0142ugi czas wdro\u017cenia.<\/span><div class=\"aelo-wt-do\"><span class=\"aelo-wt-dl\">CO ROBI\u0106<\/span><span class=\"aelo-wt-dx\">Odpowiedzie\u0107 konkretem: jak wygl\u0105da proces, ile trwa, co skraca start.<\/span><\/div><\/div><div class=\"aelo-wt-c hi\"><div class=\"aelo-wt-m\" aria-hidden=\"true\"><span class=\"on\"><\/span><span class=\"on\"><\/span><span><\/span><\/div><div class=\"aelo-wt-top\"><span class=\"aelo-wt-t\">RODZAJ 2<\/span><span class=\"aelo-wt-b\">najcz\u0119stszy problem<\/span><\/div><span class=\"aelo-wt-n\">Nieaktualny zarzut<\/span><span class=\"aelo-wt-x\">By\u0142 prawdziwy, ale firma go usun\u0119\u0142a, np. brak integracji, kt\u00f3ra ju\u017c dzia\u0142a.<\/span><div class=\"aelo-wt-do\"><span class=\"aelo-wt-dl\">CO ROBI\u0106<\/span><span class=\"aelo-wt-dx\">Zaktualizowa\u0107 \u017ar\u00f3d\u0142a, z&nbsp;kt\u00f3rych model bierze zarzut, i&nbsp;opisa\u0107 zmian\u0119 z&nbsp;dat\u0105.<\/span><\/div><\/div><div class=\"aelo-wt-c\"><div class=\"aelo-wt-m\" aria-hidden=\"true\"><span class=\"on\"><\/span><span class=\"on\"><\/span><span class=\"on\"><\/span><\/div><div class=\"aelo-wt-top\"><span class=\"aelo-wt-t\">RODZAJ 3<\/span><\/div><span class=\"aelo-wt-n\">B\u0142\u0105d fakt\u00f3w<\/span><span class=\"aelo-wt-x\">Nigdy nie by\u0142 prawd\u0105, np. pomylona bran\u017ca albo cena.<\/span><div class=\"aelo-wt-do\"><span class=\"aelo-wt-dl\">CO ROBI\u0106<\/span><span class=\"aelo-wt-dx\">Poprawi\u0107 dane o&nbsp;firmie w&nbsp;miejscach, kt\u00f3re czytaj\u0105 modele.<\/span><\/div><\/div><\/div><div class=\"aelo-wt-foot\"><div class=\"aelo-wt-fn\">Zarzut, kt\u00f3ry wraca w&nbsp;wielu odpowiedziach, ma zwykle jedno trwa\u0142e \u017ar\u00f3d\u0142o.<\/div><span class=\"aelo-wt-url\">aeloapp.io<\/span><\/div><\/div><\/div><\/figure>\n\n\n\n<h2 id=\"h-co-zrobic-z-zarzutem-ktory-jest-prawdziwy\" class=\"wp-block-heading\">Co zrobi\u0107 z zarzutem, kt\u00f3ry jest prawdziwy?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Odpowiedzie\u0107 na niego konkretem w miejscach, kt\u00f3re czytaj\u0105 modele, zamiast go przemilcza\u0107. Je\u015bli klienci narzekaj\u0105 na d\u0142ugi start, opisz na stronie, ile trwa wdro\u017cenie, z czego si\u0119 sk\u0142ada i co je skraca. Je\u015bli zarzut dotyczy ceny, poka\u017c, co zawiera oferta i dla kogo jest. Modele cytuj\u0105 zdania, kt\u00f3re daj\u0105 si\u0119 przytoczy\u0107: liczb\u0119, termin, zakres. Brak takich fakt\u00f3w na stronie nazywamy <a href=\"https:\/\/aeloapp.io\/wiedza\/slownik\/luka-tresciowa\/\">luk\u0105 tre\u015bciow\u0105<\/a>. Dobra pozycja strony w Google nie wystarczy, bo model sk\u0142ada odpowied\u017a tak\u017ce z cudzych stron o marce; wi\u0119cej w tek\u015bcie <a href=\"https:\/\/aeloapp.io\/blog\/widocznosc-w-ai-a-seo\/\">Widoczno\u015b\u0107 w AI a SEO<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Drugi krok to opinie klient\u00f3w w niezale\u017cnych serwisach. Model, kt\u00f3ry widzi jeden zarzut i kilkana\u015bcie konkretnych, pozytywnych opinii, rzadziej powtarza zarzut jako g\u0142\u00f3wn\u0105 cech\u0119 marki. To ta sama praca, kt\u00f3ra prowadzi do rekomendacji, opisana w tek\u015bcie <a href=\"https:\/\/aeloapp.io\/blog\/jak-sprawic-zeby-ai-polecalo-firme\/\">Jak sprawi\u0107, \u017ceby AI poleca\u0142o firm\u0119<\/a>.<\/p>\n\n\n\n<h2 id=\"h-co-zrobic-z-zarzutem-ktory-jest-nieaktualny\" class=\"wp-block-heading\">Co zrobi\u0107 z zarzutem, kt\u00f3ry jest nieaktualny?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Znale\u017a\u0107 jego \u017ar\u00f3d\u0142o i zaktualizowa\u0107 je tam, gdzie si\u0119 da. Zapytaj czaty AI o \u017ar\u00f3d\u0142o zarzutu, a je\u015bli model korzysta z wyszukiwania, sprawd\u017a, kt\u00f3re strony cytuje przy pytaniach o wady. Cz\u0119sto to stara recenzja, por\u00f3wnanie sprzed zmiany oferty albo w\u0105tek na forum. Tam, gdzie mo\u017cesz, dodaj aktualn\u0105 informacj\u0119 lub popro\u015b autora o aktualizacj\u0119. Na w\u0142asnej stronie opisz zmian\u0119 z dat\u0105, np. \u201eod marca 2026 roku integracja z X dzia\u0142a w ka\u017cdym planie\u201d, bo data pomaga modelowi uzna\u0107 informacj\u0119 za nowsz\u0105.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Efekt nie przyjdzie od razu. Zmiany w \u017ar\u00f3d\u0142ach, kt\u00f3re model przeszukuje w sieci, dzia\u0142aj\u0105 szybciej ni\u017c zmiany w wiedzy z treningu, ale i tak potrzebuj\u0105 tygodni. Wyja\u015bnia to strona <a href=\"https:\/\/aeloapp.io\/wiedza\/dlaczego-zmiany-wymagaja-czasu\/\">Dlaczego zmiany wymagaj\u0105 czasu<\/a>.<\/p>\n\n\n\n<h2 id=\"h-jak-mierzyc-co-ai-mowi-o-twojej-marce-w-czasie\" class=\"wp-block-heading\">Jak mierzy\u0107, co AI m\u00f3wi o Twojej marce w czasie?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tym samym zestawem pyta\u0144 w regularnych odst\u0119pach, z ocen\u0105 <a href=\"https:\/\/aeloapp.io\/wiedza\/slownik\/sentyment\/\">sentymentu<\/a> ka\u017cdej odpowiedzi. Sentyment m\u00f3wi, czy model opisuje mark\u0119 pozytywnie, neutralnie czy negatywnie, a lista zarzut\u00f3w pokazuje, kt\u00f3re z nich znikaj\u0105 po Twoich dzia\u0142aniach. Zestaw pyta\u0144 musi by\u0107 sta\u0142y, bo tylko wtedy kolejne pomiary da si\u0119 por\u00f3wna\u0107. Zasad\u0119 opisuje has\u0142o <a href=\"https:\/\/aeloapp.io\/wiedza\/slownik\/zamrozony-zestaw-zapytan\/\">zamro\u017cony zestaw zapyta\u0144<\/a>, a cz\u0119stotliwo\u015b\u0107 strona <a href=\"https:\/\/aeloapp.io\/wiedza\/jak-czesto-mierzyc-widocznosc\/\">Jak cz\u0119sto mierzy\u0107 widoczno\u015b\u0107<\/a>. Jak liczymy sentyment i pozosta\u0142e wska\u017aniki, opisuje <a href=\"https:\/\/aeloapp.io\/wiedza\/metodologia\/\">metodologia<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Zarzuty wp\u0142ywaj\u0105 te\u017c na to, czy model poleci mark\u0119. Marka, kt\u00f3r\u0105 model zna, ale opisuje z zastrze\u017ceniami, cz\u0119\u015bciej trafia do stanu opisanego w tek\u015bcie <a href=\"https:\/\/aeloapp.io\/wiedza\/zna-ale-nie-poleca\/\">Zna, ale nie poleca<\/a>, a jej miejsce w odpowiedzi zajmuje konkurent. Dlaczego tak si\u0119 dzieje, wyja\u015bnia tekst <a href=\"https:\/\/aeloapp.io\/wiedza\/dlaczego-ai-poleca-konkurencje\/\">Dlaczego AI poleca konkurencj\u0119<\/a>. Agencje mog\u0105 pokazywa\u0107 sentyment w raporcie miesi\u0119cznym, o czym piszemy w tek\u015bcie <a href=\"https:\/\/aeloapp.io\/blog\/raport-widocznosci-w-ai-dla-klienta\/\">Raport widoczno\u015bci w AI dla klienta<\/a>.<\/p>\n\n\n\n<h2 id=\"h-jak-aelo-pomaga-sprawdzic-co-ai-mowi-o-marce\" class=\"wp-block-heading\">Jak Aelo pomaga sprawdzi\u0107, co AI m\u00f3wi o marce?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Sprawdzenie, co AI m\u00f3wi o mojej marce, ma sens tylko na serii pomiar\u00f3w. Mierzymy, czy ChatGPT, Claude, Gemini i Perplexity wymieniaj\u0105 Twoj\u0105 mark\u0119, jak j\u0105 opisuj\u0105 i kogo polecaj\u0105 zamiast niej, a raport pokazuje <a href=\"https:\/\/aeloapp.io\/wiedza\/slownik\/wzmianka\/\">wzmianki<\/a>, <a href=\"https:\/\/aeloapp.io\/wiedza\/slownik\/cytowanie\/\">cytowania<\/a>, sentyment i \u017ar\u00f3d\u0142a. Pomiary prowadzi modu\u0142 <a href=\"https:\/\/aeloapp.io\/widocznosc-w-ai\/\">Widoczno\u015b\u0107<\/a>, zadania trafiaj\u0105 do <a href=\"https:\/\/aeloapp.io\/zadania\/\">Tickets<\/a>, a materia\u0142y, kt\u00f3re odpowiadaj\u0105 na zarzuty, przygotowuje <a href=\"https:\/\/aeloapp.io\/studio\/\">Studio<\/a>. Ca\u0142y proces opisuje tekst <a href=\"https:\/\/aeloapp.io\/blog\/platforma-widocznosci-marki-w-ai\/\">Jak dzia\u0142a Aelo<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pierwszy pomiar dla jednej marki zrobisz na <a href=\"https:\/\/aeloapp.io\/blog\/bezplatny-pomiar-widocznosci-marki-w-ai\/\">koncie Free<\/a>. Agencje znajd\u0105 wi\u0119cej na stronie <a href=\"https:\/\/aeloapp.io\/dla-kogo\/dla-agencji\/\">Aelo dla agencji<\/a>, a firmy lokalne na stronie <a href=\"https:\/\/aeloapp.io\/dla-kogo\/dla-malych-firm\/\">Aelo dla ma\u0142ych firm<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/panel.aeloapp.io\/register?plan=free\">Wypr\u00f3buj za darmo<\/a><\/p>\n\n\n\n<h2 id=\"h-faq\" class=\"wp-block-heading\">FAQ<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1792420000001\"><strong class=\"schema-faq-question\">Sk\u0105d czaty AI wiedz\u0105 o wadach mojej marki?<\/strong> <p class=\"schema-faq-answer\">Z recenzji, for\u00f3w, por\u00f3wna\u0144 i artyku\u0142\u00f3w, kt\u00f3re znalaz\u0142y w sieci, oraz z wiedzy z treningu. Kiedy model korzysta z wyszukiwania, osobno szuka opinii o marce, dlatego zarzuty z popularnych \u017ar\u00f3de\u0142 trafiaj\u0105 do odpowiedzi.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1792420000002\"><strong class=\"schema-faq-question\">Czy mog\u0119 poprosi\u0107 czat AI, \u017ceby przesta\u0142 powtarza\u0107 zarzut?<\/strong> <p class=\"schema-faq-answer\">Nie bezpo\u015brednio. Model nie przyjmuje poprawek od firm. Zarzut znika z odpowiedzi, gdy zmieni\u0105 si\u0119 \u017ar\u00f3d\u0142a, z kt\u00f3rych model go bierze, albo gdy pojawi si\u0119 wi\u0119cej aktualnych i konkretnych informacji o marce.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1792420000003\"><strong class=\"schema-faq-question\">Czym r\u00f3\u017cni si\u0119 zarzut od nieprawdziwej informacji?<\/strong> <p class=\"schema-faq-answer\">Zarzut to opinia, kt\u00f3ra by\u0142a albo jest prawdziwa, na przyk\u0142ad d\u0142ugi czas wdro\u017cenia. Nieprawdziwa informacja to b\u0142\u0105d fakt\u00f3w, na przyk\u0142ad pomylona bran\u017ca lub cena. Zarzut rozwi\u0105zuje si\u0119 w produkcie i komunikacji, b\u0142\u0105d w danych o firmie.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1792420000004\"><strong class=\"schema-faq-question\">Jak cz\u0119sto sprawdza\u0107, co AI m\u00f3wi o marce?<\/strong> <p class=\"schema-faq-answer\">Regularnie, na tym samym zestawie pyta\u0144, najlepiej co miesi\u0105c w raporcie opartym na cz\u0119stszych pomiarach. Pojedynczy test nie wystarczy, bo odpowiedzi czat\u00f3w zmieniaj\u0105 si\u0119 niemal przy ka\u017cdym uruchomieniu.<\/p> <\/div><\/div>\n\n\n\n<h2 id=\"h-zrodla\" class=\"wp-block-heading\">\u0179r\u00f3d\u0142a<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AirOps, raport o wyszukiwaniu, zapytaniach pomocniczych i cytowaniach w ChatGPT (marzec 2026): https:\/\/www.airops.com\/report\/influence-of-retrieval-fanout-and-google-serps-in-chatgpt<\/li>\n\n\n\n<li>Google Search Console dla aeloapp.io, zapytania z okresu 20 lipca \u2013 16 pa\u017adziernika 2026 (dane w\u0142asne, bez nazw marek)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI chatbots describe brands along with their drawbacks, and they usually draw their criticisms from reviews, forums, comparisons and articles they find online. You can check what the AI says about your brand by asking the chatbots about drawbacks, alternatives and customer opinions, without giving your own assessment. Genuine criticisms are addressed through the product and communication, whilst outdated ones are fixed in the sources the model takes them from.<\/p>","protected":false},"author":3,"featured_media":1117,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_canonical":"","_yoast_wpseo_opengraph-title":"","_yoast_wpseo_opengraph-description":"","_yoast_wpseo_twitter-title":"","_yoast_wpseo_twitter-description":"","_breakdance_hide_in_design_set":false,"_breakdance_tags":"","_yoast_wpseo_keywordsynonyms":"[\"co ChatGPT m\u00f3wi o mojej marce, opinia AI o marce, wady marki w AI\",\"negatywne opinie w AI\",\"sentyment\",\"co AI my\u015bli o firmie\",\"jak poprawi\u0107 wizerunek w AI\"]","_yoast_wpseo_focuskeywords":"[{\"keyword\":\"wady marki w AI\",\"score\":72},{\"keyword\":\"sentyment marki w AI\",\"score\":67},{\"keyword\":\"jak sprawdzi\u0107 opini\u0119 AI o firmie\",\"score\":67},{\"keyword\":\"wizerunek marki w AI\",\"score\":67}]","footnotes":""},"categories":[14],"tags":[],"class_list":["post-1104","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-poradniki"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.4 (Yoast SEO v28.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Co AI m\u00f3wi o wadach Twojej marki i jak to sprawdzi\u0107<\/title>\n<meta name=\"description\" content=\"Czaty AI powtarzaj\u0105 zarzuty wobec marek: drogie, wolne wdro\u017cenie, s\u0142aba obs\u0142uga. 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